It should probably come as no surprise to anyone that the images which we look at every day – whether printed or on a display – are simply illusions. That cat picture isn’t ...

This section will use the properties of Pyramid Vector Quantization[1] (PVQ), a vector quantization technique, in order to eliminate the multipliers from dot product calculations while maintaining ...

Quantization of transformer models: Mixed-precision quantization. We have witnessed over the past few years major advances in AI technologies, such as GPT and other well-known LLMs. It has been ...

Physicists have demonstrated size quantization of charge carriers, i.e. quantized conductance in nanoscale samples of graphene. Quantum mechanics is the field of physics governing the behavior of ...

The difference between an analog wave and its digital representation. Also known as "quantization noise." See quantization. THIS DEFINITION IS FOR PERSONAL USE ONLY. All other reproduction ...

SAN FRANCISCO, November 11, 2024--Elastic (NYSE: ESTC), the Search AI Company, announced Better Binary Quantization (BBQ) in Elasticsearch. BBQ is a new quantization approach developed from ...

The idea of simplifying model weights isn't a completely new one in AI research. For years, researchers have been experimenting with quantization techniques that squeeze their neural network ...